US10429632B2 - Microscopy system, microscopy method, and computer-readable recording medium - Google Patents
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- US10429632B2 US10429632B2 US15/782,108 US201715782108A US10429632B2 US 10429632 B2 US10429632 B2 US 10429632B2 US 201715782108 A US201715782108 A US 201715782108A US 10429632 B2 US10429632 B2 US 10429632B2
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Definitions
- the present disclosure relates to a microscopy system, a microscopy method, and a computer-readable recording medium.
- Examples of the method of generating an all-in-focus image include a method of restoring, using a blur function, a multi-focus image generated by superimposing Z stack images, and a method of extracting a focal area from each of a plurality of images having different focal planes and performing composition.
- each image having a different focal plane is also referred to as a slice image.
- JP 2014-21489 A discloses a technique with which a focusing degree within each slice image is calculated, a candidate area to be combined is selected based on the focusing degree, weighting is performed on the candidate area according to the focusing degree, and composition is performed.
- the user may instantaneously grasp a position of a structure in the Z direction in the object on a two-dimensional XY plane.
- JP 2014-21490 A discloses a technique with which a user may select, through a user interface, an area for an all-in-focus image generated from a Z stack image, and thus a slice image focusing the area is displayed.
- a microscopy system may include: an image acquisition unit configured to acquire slice images generated by capturing an object image while shifting a focal position along an optical axis of an observation optical system included in a microscope; an image shift processing configured to relatively shift, with respect to one slice image among the slice images, another slice image in a plane including the one slice image; an all-in-focus image generation unit configured to generate all-in-focus images by combining the one slice image and the other slice image relatively shifted with respect to the one slice image under conditions in which shift amounts of the other slice image with respect to the one slice image are different; and a display unit configured to display the all-in-focus images.
- FIG. 1 is a block diagram illustrating an exemplary configuration of a microscopy system according to a first embodiment of the present disclosure
- FIG. 2 is a schematic diagram illustrating an exemplary configuration of a microscope apparatus illustrated in FIG. 1 ;
- FIG. 3 is a flowchart illustrating an operation of the microscopy system illustrated in FIG. 1 ;
- FIG. 4 is a schematic diagram for describing an operation of acquiring a Z stack image
- FIG. 5 is a flowchart illustrating details of processing of generating a plurality of multi-focus superimposed images
- FIGS. 6A and 6B are schematic diagrams for describing the processing of generating the plurality of multi-focus superimposed images
- FIG. 7 is a schematic diagram for describing a method of setting a shift amount of a slice image
- FIG. 8 is a flowchart illustrating details of processing of generating a plurality of all-in-focus images
- FIG. 9 is a schematic diagram illustrating an example in which two all-in-focus images are displayed side by side in a display apparatus illustrated in FIG. 1 ;
- FIG. 10 is a flowchart illustrating details of processing of generating multi-focus superimposed images in a first modification of the first embodiment of the present disclosure
- FIGS. 11A-11D are schematic diagrams for describing a method of setting a shift amount of a slice image in the first modification of the first embodiment of the present disclosure
- FIG. 12 is a block diagram illustrating an exemplary configuration of a microscopy system according to a second embodiment of the present disclosure
- FIG. 13 is a flowchart illustrating an operation of the microscopy system illustrated in FIG. 12 ;
- FIG. 14 is a flowchart illustrating details of processing of generating a plurality of multi-focus superimposed images
- FIG. 15 is a schematic diagram for describing the processing of generating the plurality of multi-focus superimposed images
- FIGS. 16A-16C are schematic diagrams for describing the processing of generating the plurality of multi-focus superimposed images
- FIG. 17 is a schematic diagram for describing processing of calculating a shift amount of a slice image in second modification 2 of the second embodiment of the present disclosure
- FIGS. 18A-18D are schematic diagrams for describing the processing of calculating a shift amount of a slice image in second modification 2 of the second embodiment of the present disclosure
- FIG. 19 is a schematic diagram illustrating an example of a screen displayed on a display apparatus in second modification 3 of the second embodiment of the present disclosure.
- FIG. 20 is a block diagram illustrating an exemplary configuration of a microscopy system according to a third embodiment of the present disclosure.
- FIG. 21 is a flowchart illustrating an operation of the microscopy system illustrated in FIG. 20 ;
- FIGS. 22A-22D are schematic diagrams illustrating a slice image shifted with respect to a reference image
- FIG. 23 is a schematic diagram illustrating an exemplary method of selecting an observation area
- FIG. 24 is a flowchart illustrating details of processing of acquiring Z position information of the observation area
- FIG. 25 is a block diagram illustrating an exemplary configuration of a microscopy system according to a fourth embodiment of the present disclosure.
- FIG. 26 is a flowchart illustrating an operation of the microscopy system illustrated in FIG. 25 ;
- FIGS. 27A-27D are schematic diagrams for describing an operation of the microscopy system illustrated in FIG. 25 ;
- FIGS. 28A-28C are schematic diagrams illustrating a method of shifting a slice image according to a modification of the fourth embodiment.
- FIGS. 29A and 29B are schematic diagrams illustrating another method of shifting a slice image in the modification of the fourth embodiment.
- FIG. 1 is a block diagram illustrating an exemplary configuration of a microscopy system according to a first embodiment of the present disclosure.
- a microscopy system 1 according to the first embodiment includes a microscope apparatus 10 that generates an enlarged image of an object, an imaging apparatus 20 that acquires and processes an image of the enlarged image generated by the microscope apparatus 10 , and a display apparatus 30 that displays the image processed by the imaging apparatus 20 .
- FIG. 2 is a schematic diagram illustrating an exemplary configuration of the microscope apparatus 10 .
- the microscope apparatus 10 includes a substantially C-shaped arm 100 , a lens barrel 102 and an eyepiece unit 103 supported on the arm 100 via a trinocular tube unit 101 , an epi-illumination unit 110 and a transmitted-light illumination unit 120 provided on the arm 100 , an electromotive stage unit 130 including a stage 131 on which an object S is placed, and an objective lens 140 that is provided on one end side of the lens barrel 102 so as to face the stage 131 via the trinocular tube unit 101 and forms an image of observation light from the object S.
- the objective lens 140 , the lens barrel 102 connected via the trinocular tube unit 101 , and an imaging unit 211 (described later) provided on the other end side of the lens barrel 102 constitute an observation optical system (imaging optical system) 104 .
- imaging optical system imaging optical system
- the trinocular tube unit 101 branches the observation light incident from the objective lens 140 in the direction of the eyepiece unit 103 for a user to directly observe the object S and in the direction of the imaging unit 211 described later.
- the epi-illumination unit 110 includes a light source for epi-illumination 111 and an epi-illumination optical system 112 , and irradiates the object S with epi-illumination light.
- the epi-illumination optical system 112 includes various optical members, specifically, a filter unit, a shutter, a field stop, an aperture diaphragm, and the like. These optical members collect the illumination light emitted from the light source for epi-illumination 111 and guide the illumination light toward an optical axis L of the observation optical system 104 .
- the transmitted-light illumination unit 120 includes a light source for transmitted-light illumination 121 and a transmitted-light illumination optical system 122 , and irradiates the object S with transmitted illumination light.
- the transmitted-light illumination optical system 122 includes various optical members, specifically, a filter unit, a shutter, a field stop, an aperture diaphragm, and the like. These optical members collect the illumination light emitted from the light source for transmitted-light illumination 121 and guide the illumination light toward the optical axis L.
- Either of these epi-illumination unit 110 and transmitted-light illumination unit 120 is selected and used according to a microscopic examination method. Note that only one of the epi-illumination unit 110 and the transmitted-light illumination unit 120 may be provided in the microscope apparatus 10 .
- the electromotive stage unit 130 includes the stage 131 , a stage drive unit 132 that moves the stage 131 , and a position detection unit 133 .
- the stage drive unit 132 includes, for example, a motor, and is a moving unit that moves the stage 131 under the control of an imaging control unit 22 described later.
- An object placement surface 131 a of the stage 131 is provided so as to be orthogonal to the optical axis of the objective lens 140 .
- the object placement surface 131 a is an XY plane, and a normal direction of the XY plane, that is, a direction parallel to the optical axis is a Z direction. In the Z direction, a downward direction in the figure, that is, a direction away from the objective lens 140 is a plus direction.
- the observation field of view of the objective lens 140 may be changed. Furthermore, by moving the stage 131 in the Z direction, the slice of the object S positioned at the focal point of the objective lens 140 may be changed along the optical axis.
- the stage 131 is configured to be movable by electrical control. However, it is possible to adopt a configuration in which the user manually moves the stage 131 using an adjustment knob or the like.
- the position of the observation optical system 104 including the objective lens 140 , the lens barrel 102 , and the imaging unit 211 is fixed and the stage 131 is moved.
- the position of the stage 131 may be fixed and the observation optical system 104 may be moved.
- both the stage 131 and the observation optical system 104 may be moved in opposite directions to each other. That is, as long as the observation optical system 104 and the object S may move relative to each other, any configuration may be adopted.
- the position detection unit 133 includes, for example, an encoder that detects the rotation amount of the stage drive unit 132 that includes a motor.
- the position detection unit 133 detects the position of the stage 131 and outputs a detection signal. Note that instead of the stage drive unit 132 and the position detection unit 133 , a pulse generating unit and a stepping motor that generate pulses according to the control of the imaging control unit 22 described later may be provided.
- the objective lens 140 is attached to a revolver 142 capable of holding a plurality of objective lenses (for example, objective lenses 140 and 141 ) having different magnifications. By rotating the revolver 142 and changing the objective lenses 140 and 141 opposed to the stage 131 , the imaging magnification may be changed. Note that FIG. 2 illustrates a state in which the objective lens 140 faces the stage 131 .
- the imaging apparatus 20 includes an image acquisition unit 21 that acquires an image by imaging the object S, the imaging control unit 22 that controls the imaging operation of the image acquisition unit 21 , a control unit 23 that controls various operations at the imaging apparatus 20 and processes the image acquired by the image acquisition unit 21 , a storage unit 24 that stores various kinds of information such as image data of the image acquired by the image acquisition unit 21 and control programs, an input unit 25 that inputs instructions and information to the imaging apparatus 20 , and an output unit 26 that outputs images based on the image data stored in the storage unit 24 and other various kinds of information to an external device.
- an image acquisition unit 21 that acquires an image by imaging the object S
- the imaging control unit 22 controls the imaging operation of the image acquisition unit 21
- a control unit 23 that controls various operations at the imaging apparatus 20 and processes the image acquired by the image acquisition unit 21
- a storage unit 24 that stores various kinds of information such as image data of the image acquired by the image acquisition unit 21 and control programs
- an input unit 25 that inputs instructions and information to the imaging apparatus 20
- the image acquisition unit 21 includes the imaging unit 211 and a memory 212 .
- the imaging unit 211 includes an imaging element (imager) 211 a including, for example, a CCD and a CMOS, and is configured using a camera capable of capturing a color image having a pixel level (pixel value) in each band of red (R), green (G), and blue (B) in each pixel that the imaging element 211 a includes.
- the imaging unit 211 may be configured using a camera capable of capturing a monochrome image that outputs a luminance value Y as a pixel level (pixel value) in each pixel.
- the imaging unit 211 is provided at one end of the lens barrel 102 so that the optical axis L passes through the center of the light receiving surface of the imaging element 211 a .
- the imaging unit 211 photoelectrically converts observation light incident on the light receiving surface through the members from the objective lens 140 to the lens barrel 102 , thereby generating image data of an image that has entered the field of view of the objective lens 140 .
- the memory 212 includes a recording device, for example, a semiconductor memory such as a flash memory, a RAM, and a ROM that may update recording.
- the memory 212 temporarily stores the image data generated by the imaging unit 211 .
- the imaging control unit 22 outputs a control signal to the microscope apparatus 10 to move the stage 131 , thereby changing the area and the focal position of the object S entering the field of view of the objective lens 140 and causing the imaging unit 211 to perform imaging. In this way, the imaging control unit 22 performs control for sequentially acquiring a plurality of images.
- a set of a plurality of images having the same coordinates of the object S in the XY plane and having different focal positions will also be referred to as a Z stack image.
- An image at each focal position included in the Z stack image is also referred to as a slice image.
- the control unit 23 includes, for example, hardware such as a CPU, and reads a program stored in the storage unit 24 , thereby collectively controlling the operations of the imaging apparatus 20 and the entire microscopy system 1 based on various parameters stored in the storage unit 24 , information input from the input unit 25 , and the like. Furthermore, the control unit 23 performs processing of generating an image by subjecting the image data input from the image acquisition unit 21 to predetermined image processing, and further combining a plurality of the generated images to generate an all-in-focus image.
- control unit 23 includes an image shift processing unit 231 that relatively shifts the positions of the plurality of slice images included in the Z stack image in the image plane, and an all-in-focus image generation unit 232 that combines the plurality of slice images to generate a multi-focus superimposed image and also generates an all-in-focus image by restoring the multi-focus superimposed image using a point spread function representing blur of the image.
- the storage unit 24 includes a recording device, for example, a semiconductor memory such as a flash memory, a RAM, and a ROM that may update recording, a recording medium, which is built-in or connected via a data communication terminal, such as a hard disk, an MO, a CD-R, and a DVD-R, and a writing/reading apparatus that writes information on the recording medium and reads the information recorded on the recording medium.
- the storage unit 24 includes a parameter storage unit 241 that stores parameters used for calculation in the control unit 23 , and a program storage unit 242 that stores various programs.
- the parameter storage unit 241 stores parameters such as a shift amount according to the focal position when the slice image is shifted in the image shift processing unit 231 .
- the program storage unit 242 stores a control program for causing the imaging apparatus 20 to execute a predetermined operation, an image processing program, and the like.
- the input unit 25 includes an input device such as a keyboard, various buttons, and various switches, and a pointing device such as a mouse and a touch panel, and inputs, to the control unit 23 , a signal according to an operation performed on these devices.
- an input device such as a keyboard, various buttons, and various switches
- a pointing device such as a mouse and a touch panel
- the output unit 26 is an external interface that outputs, to an external device such as the display apparatus 30 , an image based on image data acquired by the image acquisition unit 21 , an all-in-focus image generated by the control unit 23 , and other various kinds of information, and causes the external device to display these images and the other various kinds of information in a predetermined format.
- Such an imaging apparatus 20 may be configured by combining a general-purpose digital camera with a general-purpose apparatus such as a personal computer and a workstation, via an external interface.
- the display apparatus 30 includes, for example, an LCD, an EL display, or a CRT display, and displays an image output from the output unit 26 and related information. Note that in the first embodiment, the display apparatus 30 is provided outside the imaging apparatus 20 . However, the display apparatus 30 may be provided inside the imaging apparatus 20 .
- FIG. 3 is a flowchart illustrating the operation of the microscopy system 1 .
- step S 10 under the control of the imaging control unit 22 , the image acquisition unit 21 acquires the Z stack image by imaging the object S set in the stage 131 (refer to FIG. 2 ) of the microscope apparatus 10 .
- FIG. 4 is a schematic diagram for describing the operation of acquiring the Z stack image, and illustrates the object S placed on a slide glass SG.
- FIG. 4 illustrates a case where five slice images are acquired by performing imaging five times by setting the focal position F sequentially to the slice positions F 1 to F 5 .
- the number of acquired slice images (upper limit of the subscripts j) may be set to any number.
- the Z stack image is acquired in real time while imaging is performed in the imaging unit 211 provided in the microscope apparatus 10 .
- a Z stack image stored in a server or the like may be acquired via a network.
- a Z stack image may be acquired via a storage medium.
- the image acquisition unit 21 includes an interface that inputs and outputs information to and from an external network, a reading device that reads information stored in the storage medium, or the like.
- the control unit 23 generates, from the Z stack image acquired in step S 10 , a plurality of multi-focus superimposed images in which the slice images are superimposed differently. Specifically, the control unit 23 generates a multi-focus superimposed image obtained by shifting a part of the slice images in the Z stack image by a predetermined (non-zero) shift amount with respect to other images and a multi-focus superimposed image obtained by setting a shift amount between the slice images to zero, that is, a multi-focus superimposed image obtained by shifting none of the slice images.
- FIG. 5 is a flowchart illustrating details of processing of generating a plurality of multi-focus superimposed images in step S 11 .
- the subscript j of the slice image M j indicates stack order in the Z stack image and corresponds to the slice order.
- shading illustrated in each slice image M j indicates an area in which a structure existing in the slice position F j is imaged.
- step S 110 the control unit 23 reads slice images M 1 to M 5 as the Z stack image from the image acquisition unit 21 .
- the control unit 23 In subsequent step S 111 , the control unit 23 generates a multi-focus superimposed image SI 0 having no shift amount. Specifically, the all-in-focus image generation unit 232 calculates the pixel value of each pixel in the multi-focus superimposed image SI 0 by averaging the pixel values of pixels the positions of which correspond to each other among the slice images M 1 to M 5 . For example, as illustrated in FIG. 6A , by adding the pixel values of the pixels at the coordinates (x 0 , y 0 ) in each of the slice images M 1 to M 5 , the pixel value of the pixel at the coordinates (x 0 , y 0 ) in the multi-focus superimposed image SI 0 is obtained. The image data of the multi-focus superimposed image SI 0 generated in this way is temporarily stored in the storage unit 24 .
- the image shift processing unit 231 sets any slice image M j among the Z stack image as a reference image M k (k represents any of 1 to 5).
- the reference image M k may be appropriately set according to information input from the input unit 25 in response to a user operation. In the first embodiment, as an example, it is assumed that the slice image M 1 is set as the reference image M k .
- the image shift processing unit 231 sets a shift amount ⁇ (pixel) by which another slice image M j is shifted with respect to the reference image M k .
- the shift amount ⁇ the value stored in advance in the parameter storage unit 241 may be read and set, or any value may be set according to the information (user instruction information) input from the input unit 25 .
- FIG. 7 is a schematic diagram for describing a method of setting the shift amount ⁇ for the slice image M j .
- the shift amount ⁇ is given by the following formula (1), using a distance z from the slice position F k of the reference image M k to the slice position F i of another slice image M j , the angle ⁇ , and a pixel pitch p ( ⁇ m/pixel) of the imaging element provided to the imaging unit 211 .
- ⁇ ( z ⁇ tan ⁇ )/ p (1) Note that in FIG. 7 , the distance z between the slice position F 1 and the slice position F 5 is illustrated.
- step S 114 the image shift processing unit 231 shifts the slice image based on the shift amount ⁇ determined in step S 113 .
- FIG. 6B illustrates a state in which the other slice images M 2 to M 5 are shifted in the minus X direction by the shift amount ⁇ with respect to the slice image M 1 set as the reference image.
- the all-in-focus image generation unit 232 generates a multi-focus superimposed image SI 1 having the shift amount ⁇ from the Z stack image after the shift processing of the slice image. That is, by averaging the pixel values of pixels the positions of which correspond to each other between the reference image M k and the slice image M j after the shift processing, the pixel value of each pixel in the multi-focus superimposed image SI 1 is calculated. Specifically, in the case of FIG.
- the pixel value of the pixel at the coordinates (x 0 , y 0 ) in the slice image M 1 as the reference image and the pixel values of the pixels at the coordinates (x 0 + ⁇ , y 0 ) in the respective slice images M 2 to M 5 is obtained.
- the image data of the multi-focus superimposed image SI 1 generated in this way is temporarily stored in the storage unit 24 . Thereafter, the operation of the control unit 23 returns to a main routine.
- step S 12 subsequent to step S 11 , the all-in-focus image generation unit 232 generates a plurality of all-in-focus images from a plurality of the multi-focus superimposed images SI 0 and SI 1 generated in step S 11 .
- FIG. 8 is a flowchart illustrating details of processing of generating a plurality of all-in-focus images in step S 12 .
- the all-in-focus image generation unit 232 acquires point spread function (PSF) information representing image blur in each slice image M j , and generates a PSF image based on the PSF information.
- PSF point spread function
- the point spread function is stored in advance in the parameter storage unit 241 in association with imaging conditions such as the magnification of the objective lens 140 in the microscope apparatus 10 and the slice position F j .
- the all-in-focus image generation unit 232 reads the point spread function according to the slice position F j from the parameter storage unit 241 based on imaging conditions such as the magnification of the objective lens 140 , and calculates a pixel value corresponding to each pixel position in the slice image M j , based on the point spread function. In this way, the all-in-focus image generation unit 232 generates a PSF image.
- the all-in-focus image generation unit 232 generates a multi-focus superimposed PSF image PI 0 having a shift amount of zero corresponding to the multi-focus superimposed image SI 0 . Specifically, by averaging the pixel values of pixels the positions of which correspond to each other among the plurality of PSF images generated in step S 121 , a pixel value of each pixel in the multi-focus superimposed PSF image PI 0 is calculated.
- the all-in-focus image generation unit 232 acquires the shift amount ⁇ used when generating the multi-focus superimposed image SI 1 , and shifts the PSF image based on the shift amount ⁇ . That is, similarly to the case of generating the multi-focus superimposed image SI 1 , the PSF image corresponding to another slice image M j is shifted by the shift amount ⁇ with respect to the PSF image corresponding to the reference image M k .
- the all-in-focus image generation unit 232 generates a multi-focus superimposed PSF image PI 1 having the shift amount ⁇ , using the plurality of PSF images after the shift processing in step S 122 . Specifically, by averaging the pixel values of pixels the positions of which correspond to each other between the PSF image corresponding to the reference image M k and the PSF image after the shift processing corresponding to another slice image M j , a pixel value of each pixel in the multi-focus superimposed PSF image PI 1 is calculated.
- step S 124 the all-in-focus image generation unit 232 restores the multi-focus superimposed images SI 0 and SI 1 generated in step S 11 using the multi-focus superimposed PSF images PI 0 and PI 1 respectively. That is, the all-in-focus image generation unit 232 generates an all-in-focus image AI 0 by restoring the multi-focus superimposed image SI 0 using the multi-focus superimposed PSF image PI 0 having a shift amount of zero. The all-in-focus image generation unit 232 also generates an all-in-focus image AI i by restoring a multi-focus superimposed image SI i using a multi-focus superimposed PSF image PI i having the shift amount ⁇ . Thereafter, the operation of the control unit 23 returns to a main routine.
- step S 13 subsequent to step S 12 the imaging apparatus 20 outputs the image data of the plurality of all-in-focus images AI 0 and AI 1 generated in step S 12 to the display apparatus 30 , and causes the display apparatus 30 to display the all-in-focus images AI 0 and AI 1 .
- a method of displaying the all-in-focus images AI 0 and AI 1 is not particularly limited.
- the all-in-focus images AI 0 and AI 1 may be displayed side by side, or the all-in-focus images AI 0 and AI 1 may be alternately displayed in the same area.
- the all-in-focus images AI 0 and AI 1 may be automatically switched at predetermined intervals or may be manually switched by the user using the input unit 25 .
- FIG. 9 is a schematic diagram illustrating a display example of all-in-focus images in the display apparatus 30 .
- a screen m 1 illustrated in FIG. 9 two all-in-focus images AI 0 and AI 1 are displayed side by side. Thereafter, the operation of the microscopy system 1 ends.
- any slice image in the Z stack images is set as a reference image, other slice images are shifted with respect to the reference image in the plane of the reference image, and then the Z stack images are superimposed.
- an all-in-focus image is acquired.
- a plurality of all-in-focus images having different relative shift amounts of other slice images with respect to the reference image is generated from one set of Z stack images and then displayed.
- the shift amounts are zero and ⁇ . Therefore, by referring to these all-in-focus images, the user may visually and intuitively grasp a position of a structure in the Z direction in the object S, an anteroposterior relationship between structures, an overlapping state of the structures, and the like.
- the first embodiment it is possible to greatly suppress the amount of computation and the amount of data, as compared with the case where 3D volume data is generated and displayed based on the Z stack image.
- the all-in-focus image is generated by restoring the multi-focus superimposed image using the multi-focus superimposed PSF image generated from the PSF image.
- the all-in-focus image may be generated by superimposing after each slice image is restored using the PSF image.
- the all-in-focus image generating method is not limited to this method and a method of extracting a focal area from each shifted slice image and performing composition may be used.
- the slice image in order to promote understanding, the case where the slice image is shifted only in the X direction has been described. However, similar processing may be performed in the Y direction. In this case, it is possible to generate an all-in-focus image corresponding to the case where the virtual viewpoint with respect to the object S is moved along the Y direction. Furthermore, by shifting the slice image in two directions, i.e., the X direction and the Y direction, it is also possible to generate an all-in-focus image corresponding to the case where the virtual viewpoint with respect to the object S is moved in the horizontal plane.
- one all-in-focus image having the shift amount ⁇ with the slice image M 1 being the reference image M k is generated.
- a plurality of all-in-focus images having the shift amount ⁇ may be generated by sequentially setting a plurality of slice images appropriately selected from among the slice images M 1 to M 5 to the reference image M k .
- the configuration and operation of a microscopy system according to the first modification are generally similar to those in the first embodiment (refer to FIGS. 1 and 3 ), and details of processing of generating a plurality of multi-focus superimposed images in step S 11 are different from those in the first embodiment.
- FIG. 10 is a flowchart illustrating details of the processing of generating a multi-focus superimposed image in the first modification. Note that steps S 110 to S 112 illustrated in FIG. 10 are similar to those in the first embodiment (refer to FIG. 5 ).
- FIGS. 11A-11D are schematic diagrams for describing a method of setting the shift amount ⁇ i of the slice image in the first modification.
- reference sign i is a variable representing the number of times another slice image M j is shifted with respect to the reference image M k .
- a predetermined value may be determined in advance, or any value may be determined according to information input from the input unit 25 in response to a user operation.
- step S 132 the image shift processing unit 231 shifts another slice image M j with respect to the reference image M k based on the shift amount ⁇ i determined in step S 131 .
- FIG. 11B illustrates a state in which the slice images M 2 to M 5 in the Z stack image illustrated in FIG. 11A are shifted in the minus X direction by the shift amount ⁇ 1 .
- the all-in-focus image generation unit 232 generates a multi-focus superimposed image SI i having the shift amount ⁇ i from the Z stack image after the shift processing of the slice image. That is, by averaging the pixel values of pixels the positions of which correspond to each other between the reference image M k and the slice image M j after processing of shifting by the shift amount ⁇ i , the pixel value of each pixel in the multi-focus superimposed image SI i is calculated. In the case of FIG.
- the pixel value of the pixel at the coordinates (x 0 , y 0 ) in the slice image M 1 as the reference image and the pixel values of the pixels at the coordinates (x 0 + ⁇ 1 , y 0 ) in the slice images M 2 to M 5 is obtained.
- the image data of the multi-focus superimposed image SI i generated in this way is temporarily stored in the storage unit 24 .
- step S 134 the control unit 23 determines whether the variable i has reached the maximum value n. When the variable i has not reached the maximum value n (step S 134 : No), the control unit 23 increments the variable i (step S 135 ). Thereafter, the operation of the control unit 23 returns to step S 131 .
- step S 134 Yes
- the operation of the control unit 23 returns to the main routine.
- step S 12 (refer to FIGS. 3 and 8 ) subsequent to step S 11 is generally similar to the processing in the first embodiment.
- steps S 122 to S 124 illustrated in FIG. 8 using the shift amount ⁇ i that is used when the multi-focus superimposed image SI i is generated, a multi-focus superimposed PSF image is generated for each multi-focus superimposed image SI i and the multi-focus superimposed image SI i is restored using these multi-focus superimposed PSF images.
- a plurality of all-in-focus images having different shift amounts ⁇ i is acquired from one Z stack image.
- step S 13 in FIG. 3 when these all-in-focus images are displayed on the display apparatus 30 , the all-in-focus images may be displayed side by side in order of size (ascending order or descending order) of the shift amount ⁇ i .
- These all-in-focus images may be sequentially switched and displayed in the same area.
- a plurality of all-in-focus images acquired from a plurality of multi-focus superimposed images SI i illustrated in (a) to FIG. 11D may be repeatedly switched in order of the shift amount of zero ⁇ the shift amount ⁇ 1 ⁇ the shift amount ⁇ 2 ⁇ the shift amount ⁇ 3 ⁇ the shift amount ⁇ 2 ⁇ the shift amount ⁇ 1 ⁇ the shift amount zero ⁇ . . . .
- a plurality of all-in-focus images having different shift amounts ⁇ i with respect to the reference image M k is acquired and displayed. Therefore, the user may grasp in more details an overlapping state of structures in the Z direction in the object S and an anteroposterior relationship between the structures.
- FIG. 12 is a block diagram illustrating an exemplary configuration of a microscopy system according to the second embodiment of the present disclosure.
- a microscopy system 2 according to the second embodiment includes a microscope apparatus 10 , an imaging apparatus 40 that acquires and processes an image of an enlarged image generated by the microscope apparatus 10 , and a display apparatus 30 that displays the image and the like processed by the imaging apparatus 40 .
- the configuration and operation of the microscope apparatus 10 and the display apparatus 30 are similar to those in the first embodiment (refer to FIGS. 1 and 2 ).
- the imaging apparatus 40 includes a control unit 41 instead of the control unit 23 illustrated in FIG. 1 .
- the control unit 41 further includes a shift amount acquisition processing unit 411 , as compared with the control unit 23 .
- the configuration and operation of each unit of the imaging apparatus 40 other than the control unit 41 , and the operations of an image shift processing unit 231 and an all-in-focus image generation unit 232 are similar to those in the first embodiment.
- the shift amount acquisition processing unit 411 acquires the shift amount of each of other slice images with respect to a reference image, which are used when a multi-focus superimposed image is generated from a Z stack image. This shift amount is acquired based on a shift parameter stored in advance in a parameter storage unit 241 .
- the shift parameter includes the direction of a virtual viewpoint with respect to an object S and a unit shift amount of the slice image set for each viewpoint.
- FIG. 13 is a flowchart illustrating the operation of the microscopy system 2 .
- Step S 10 illustrated in FIG. 13 is similar to that in the first embodiment (refer to FIG. 3 ).
- a Z stack image including at least three slice images having different focal positions is acquired by performing imaging at least three times.
- processing for a Z stack image including five slice images will be described.
- step S 21 subsequent to step S 10 the control unit 41 generates a plurality of multi-focus superimposed images in which the shift amounts of the slice images are different from each other.
- FIG. 14 is a flowchart illustrating details of processing of generating a plurality of multi-focus superimposed images. Furthermore, FIGS. 15 and 16 are schematic diagrams for describing the processing of generating a plurality of multi-focus superimposed images.
- step S 210 the shift amount acquisition processing unit 411 reads the Z stack image from the image acquisition unit 21 .
- the shift amount acquisition processing unit 411 sets any slice image M j in the Z stack image as the reference image M k .
- the reference image M k may be appropriately set according to information input from the input unit 25 in response to a user operation.
- it is assumed that the slice image M 1 is set as the reference image M k .
- the shift amount acquisition processing unit 411 acquires the shift parameter from the parameter storage unit 241 .
- the parameter ⁇ is zero, this means that the viewpoint V ⁇ is set directly above the object S.
- the parameter ⁇ is a positive value, this means that the viewpoint V ⁇ is set in the +X direction with respect to directly above the object S.
- the parameter ⁇ is a negative value
- the shift amount acquisition processing unit 411 calculates a shift amount ⁇ ⁇ j of each slice image M j based on the shift parameters acquired in step S 212 .
- This shift amount ⁇ ⁇ j is sequentially calculated for each viewpoint V ⁇ .
- the calculation order is not limited thereto.
- the shift amounts ⁇ ⁇ 11 to ⁇ ⁇ 15 of the respective slice images M j are given by the following formulae (3-1) to (3-5).
- step S 214 the image shift processing unit 231 shifts the slice image M j based on the shift amount ⁇ ⁇ j calculated in step S 213 .
- the slice image M j is shifted in the +X direction.
- the slice image M j is shifted in the ⁇ X direction.
- the shift amount ⁇ ⁇ j is zero, the slice image M j is not shifted.
- 16A illustrates a state in which the other slice images M 2 to M 5 are shifted by the shift amounts ⁇ ⁇ 12 , ⁇ ⁇ 13 , ⁇ ⁇ 14 , and ⁇ ⁇ 15 , respectively, with respect to the slice image M 1 as the reference image.
- step S 216 the control unit 41 determines whether processing has been performed for all viewpoints based on the shift parameters acquired in step S 212 . In the case where there is a viewpoint yet to be processed (step S 216 : No), the shift amount acquisition processing unit 411 changes the parameter ⁇ (step S 217 ), and repeats the processing in steps S 213 to S 216 based on the changed parameter ⁇ .
- the shift amounts ⁇ 02 to ⁇ 05 of the slice images M 2 to M 5 are all zero.
- the shift amounts ⁇ +12 , ⁇ +13 , ⁇ +14 , and ⁇ +15 are negative values, the slice images M 2 to M 5 are shifted in the ⁇ X direction.
- step S 216 if the processing has been performed for all viewpoints (step S 216 : Yes), the operation of the control unit 41 returns to the main routine.
- step S 12 subsequent to step S 21 is generally similar to that in the first embodiment.
- steps S 122 to S 124 among the steps a multi-focus superimposed PSF images is generated for each multi-focus superimposed image SI ⁇ , using the shift amount ⁇ ⁇ j of each slice image M j that is used when the multi-focus superimposed image SI ⁇ is generated.
- the multi-focus superimposed image SI ⁇ is restored, using these multi-focus superimposed PSF images.
- a plurality of all-in-focus images having different shift amounts ⁇ ⁇ j is acquired from one Z stack image.
- These all-in-focus images may be sequentially switched and displayed in the same area.
- the user may observe the all-in-focus images while feeling as if to sequentially shift their viewpoint for the object S left and right
- the second embodiment of the present disclosure it is possible to reproduce a state in which the object S is virtually observed from a plurality of directions, using the plurality of all-in-focus images having different shift amounts. Therefore, the user may further intuitively grasp a position of a structure in the Z direction in the object S, an overlapping state of structures and an anteroposterior relationship between the structures.
- the shift amount ⁇ ⁇ j of each slice image M j is calculated for each viewpoint V ⁇ , using the unit shift amount ⁇ .
- ⁇ ⁇ j ⁇ ( d j,k ⁇ tan ⁇ ⁇ )/ p (4) Note that in FIG. 15 , the distance d 4,1 between the slice position F 1 and the slice position F 4 is illustrated.
- FIGS. 17 and 18A-18D are schematic diagrams for describing processing of calculating the shift amount ⁇ ⁇ j of the slice image in second modification 2.
- the shift amount ⁇ ⁇ j of each slice image M j when the multi-focus superimposed image SI ⁇ is generated increases as the angle ⁇ of the virtual viewpoint V ⁇ increases.
- the viewpoints V 1 , V 2 , . . . are changed in one direction (right direction in FIG. 17 ) with respect to the direction directly above the object S.
- the viewpoints V 1 , V 2 , . . . may be each changed rightward and leftward with respect to the direction directly above the object S.
- a shift amount ⁇ ⁇ j may be calculated by the above-described formula (4), using the angle ⁇ ⁇ in the direction of the viewpoint V ⁇ .
- the shift amount of each slice image M j is determined according to the shift parameters stored in the parameter storage unit 241 in advance. However, this shift amount may be determined according to a user operation.
- a control unit 41 generates a plurality of all-in-focus images based on shift parameters stored in advance in a parameter storage unit 241 , and causes a display apparatus 30 to display the plurality of all-in-focus images. Then, this display apparatus 30 displays an input field that allows the user to input a viewpoint V ⁇ .
- FIG. 19 is a schematic diagram illustrating an example of a screen displayed on the display apparatus 30 .
- This screen m 2 includes an all-in-focus image display area m 3 in which a plurality of all-in-focus images is switched and displayed, and a viewpoint input field m 4 that allows the user to input the viewpoint V ⁇ .
- a scale m 5 indicating an angle ⁇ of the viewpoint V ⁇ is displayed in the viewpoint input field m 4 .
- the control unit 41 calculates the shift amount ⁇ ⁇ j according to the angle ⁇ ⁇ , thereby generating an all-in-focus image.
- the control unit 41 causes the display apparatus 30 to display the all-in-focus image.
- second modification 3 it is possible to reproduce a state of observing an object S from a viewpoint desired by the user. Therefore, it is possible to adjust a position of a structure in the Z direction in the object S, an overlapping state of structures and an anteroposterior relationship between the structures such that the user may easily see.
- FIG. 20 is a block diagram illustrating an exemplary configuration of a microscopy system according to a third embodiment of the present disclosure.
- a microscopy system 3 according to the third embodiment includes a microscope apparatus 10 , an imaging apparatus 50 that acquires and processes an image of an enlarged image generated by the microscope apparatus 10 , and a display apparatus 60 that displays the image and the like processed by the imaging apparatus 50 .
- the configuration and operation of the microscope apparatus 10 are similar to those in the first embodiment (refer to FIG. 2 ).
- the imaging apparatus 50 includes a control unit 51 instead of the control unit 23 illustrated in FIG. 1 .
- the control unit 51 further includes a shift amount acquisition processing unit 411 and an attention image determination processing unit 511 , as compared with the control unit 23 .
- the operation of the shift amount acquisition processing unit 411 is similar to that in the second embodiment.
- the attention image determination processing unit 511 determines, as an attention image, a slice image including an observation area that is input from the display apparatus 60 described later via an input unit 25 .
- the display apparatus 60 includes, for example, an LCD, an EL display or a CRT display, and includes an image display unit 61 that displays an image output from an output unit 26 and related information and an observation area determination unit 62 that determines, as an observation area, an area in an all-in-focus image displayed in the image display unit 61 , according to an operation performed from the outside and inputs a signal representing the observation area to the control unit 51 .
- FIG. 21 is a flowchart illustrating the operation of the microscopy system 3 . Note that operations in steps S 10 , S 21 , S 12 , and S 13 are similar to those in the second embodiment.
- step S 31 When the user operation has not been performed (step S 31 : No), the operation of the microscopy system 3 returns to step S 13 .
- FIG. 23 is a schematic diagram illustrating an exemplary method of selecting an observation area. As illustrated in FIG. 23 , for example, an observation area is selected by surrounding a desired area in an all-in-focus image displayed on the image display unit 61 by a pointer operation using a mouse or the like.
- step S 33 the control unit 51 acquires the Z position information of the observation area based on information representing the observation area that is input from the observation area determination unit 62 .
- FIG. 24 is a flowchart illustrating details of processing of acquiring the Z position information of the observation area.
- a shift amount ⁇ ⁇ j of each slice image M j in the all-in-focus image AI ⁇ is given by the following formula (6) as described in the second embodiment. Therefore, if a shift amount
- the attention image determination processing unit 511 outputs the slice position F j acquired in this way as the Z position information of the observation area. Thereafter, the operation of the control unit 51 returns to the main routine.
- step S 34 subsequent to step S 33 , the control unit 51 extracts the slice image M j including the observation area based on the Z position information output from the attention image determination processing unit 511 and outputs the extracted slice image M j .
- the display apparatus 60 displays the slice image M j including the observation area. Note that at this moment, it is also possible to display, along with the slice image M j including the observation area, other slice images the slice positions of which are adjacent to (that is, preceding and succeeding) the slice image M j . Thereafter, the operation of the microscopy system 3 ends.
- FIG. 25 is a block diagram illustrating an exemplary configuration of a microscopy system according to the fourth embodiment of the present disclosure.
- a microscopy system 4 according to the fourth embodiment includes a microscope apparatus 10 , an imaging apparatus 70 that acquires and processes an image of an enlarged image generated by the microscope apparatus 10 , and a display apparatus 60 that displays the image and the like processed by the imaging apparatus 70 .
- the configuration and operation of the microscope apparatus 10 are similar to those in the first embodiment (refer to FIG. 2 ).
- the configuration and operation of the display apparatus 60 are similar to those in the third embodiment (refer to FIG. 20 ).
- the imaging apparatus 70 includes a control unit 71 instead of the control unit 51 illustrated in FIG. 20 .
- the control unit 71 includes an all-in-focus image generation unit 711 instead of the all-in-focus image generation unit 232 , as compared with the control unit 51 .
- the configuration and operation of each unit in the imaging apparatus 70 other than the control unit 71 and the configuration and operation of each unit in the control unit 71 other than the all-in-focus image generation unit 711 are similar to those in the third embodiment.
- the all-in-focus image generation unit 711 includes a cutout range determination processing unit 712 that cuts out a range of a multi-focus superimposed image used to generate an all-in-focus image.
- the all-in-focus image generation unit 711 generates an all-in-focus image with respect to the range cut out by the cutout range determination processing unit 712 .
- FIG. 26 is a flowchart illustrating the operation of the microscopy system 4 .
- steps S 10 to S 34 are similar to those in the third embodiment (refer to FIG. 21 ).
- FIGS. 27A-27D are schematic diagrams for describing the operation of the microscopy system 4 . In the following description, it is assumed that the observation area determined in step S 32 is found to be included in the slice image M 3 (refer to step S 33 ).
- step S 41 subsequent to step S 34 a shift amount acquisition processing unit 411 sets the slice image M 3 including the observation area determined in step S 32 to a new reference image.
- the shift amount acquisition processing unit 411 acquires the shift amount of another slice image M j with respect to the new reference image used when a multi-focus superimposed image is generated from an original Z stack image.
- This method of determining the shift amount may be calculated, using formula (2) as in the second embodiment.
- FIGS. 27A-27D illustrate a case where the shift amounts of other slice images M j with respect to the slice image M 3 that is the reference image are individually set to ⁇ 1 , ⁇ 2 , ⁇ 3 , and ⁇ 4 . Note that the shift amount between the slice images M j in each multi-focus superimposed image is the same.
- step S 43 the image shift processing unit 231 shifts another slice image M j with respect to the new reference image based on shift amounts ⁇ 1 , ⁇ 2 , ⁇ 3 , and ⁇ 4 acquired in step S 42 , and the all-in-focus image generation unit 711 regenerates a plurality of multi-focus superimposed images SI 01 , SI 02 , SI 03 , and SI 04 from the reference image and another slice image M j after this shift processing.
- the method of generating the multi-focus superimposed images is similar to that of the second embodiment.
- the cutout range determination processing unit 712 determines a range to be cut out from the multi-focus superimposed images SI 01 , SI 02 , SI 03 , and SI 04 such that the XY position of the observation area determined in step S 32 does not change with respect to the multi-focus superimposed images SI 01 , SI 02 , SI 03 , and SI 04 regenerated in step S 43 .
- the cutout ranges C 1 to C 4 illustrated in FIGS. 27A-27D are set.
- the cutout ranges C 1 to C 4 are set so that the X position of the slice image M 3 is constant.
- the all-in-focus image generation unit 711 cuts out the multi-focus superimposed images SI 01 , SI 02 , SI 03 , and SI 04 in the cutout ranges determined in step S 44 and executes restoration processing for the cutout ranges, thereby generating an all-in-focus image.
- step S 46 the imaging apparatus 70 causes the display apparatus 60 to display the plurality of all-in-focus images generated in step S 45 . Thereafter, the operation of the microscopy system 4 ends.
- the fourth embodiment of the present disclosure described above it is possible to display a plurality of all-in-focus images with different virtual viewpoints without changing the position of the observation area selected by the user in the all-in-focus images. Therefore, the user may intuitively grasp the position of the observation area in the Z direction, the anteroposterior relationship with other structures, and the like without changing the line of sight to the observation area selected by the user.
- the shift amount between adjacent slice images in each multi-focus superimposed image is made identical (refer to step S 42 ).
- the shift amount between adjacent slice images even within one multi-focus superimposed image may be varied.
- FIGS. 28A-28C are schematic diagrams illustrating a method of shifting a slice image according to the modification of the fourth embodiment, and illustrates three multi-focus superimposed images with a slice image M 1 as a reference image.
- a shift amount between the corresponding slice images among the multi-focus superimposed images SI 11 , SI 12 , and SI 13 illustrated in FIGS. 28A-28C (for example, the shift amount of a slice image M 2 with respect to the slice image M 1 ) becomes larger in order of the multi-focus superimposed images SI 11 , SI 12 , and SI 13 ( ⁇ 11 ⁇ 21 ⁇ 31 ).
- the shift amount between slice images increases as their slice positions are closer to the slice image M 1 .
- the shift amounts are in order of ⁇ 11 > ⁇ 12 > ⁇ 13 > ⁇ 14 from the closest side to the slice image M 1 .
- the shift amount between slice images is increased as their slice positions are closer to a slice image including an observation area to which the user pays attention. In this way, it is possible to facilitate grasping of a structure in the slice image to which the user pays attention.
- the shift amount is increased or decreased sequentially with respect to the uppermost slice image M 1 or the lowest slice image M 5 so that the slice images M 1 to M 5 are aligned in one direction.
- the increase or decrease of the shift amount may be varied according to the positional relationship of the slice images.
- FIGS. 29A and 29B are schematic diagrams illustrating another method of shifting the slice image in the modification of the fourth embodiment, and illustrates two multi-focus superimposed images with a slice image M 3 as a reference image.
- the multi-focus superimposed images SI 21 and SI 22 illustrated in FIGS. 29A and 29B an increase and decrease in a shift amount according to a slice position are reversed at the slice image M 3 .
- an increase and decrease in a shift amount according to a slice position are reversed at the slice image M 3 .
- first to fourth embodiments and modifications are not limited as they are. It is possible to form various inventions by appropriately combining a plurality of constituent elements disclosed in each embodiment and modifications. For example, the inventions may be formed by excluding some constituent elements from all constituent elements illustrated in the embodiment. Alternatively, the inventions may be formed by appropriately combining the constituent elements illustrated in different embodiments.
- all-in-focus images are generated and displayed under conditions in which shift amounts of one slice image with respect to another slice image are different. Therefore, it is possible to reproduce a state of virtually viewing the object from a plurality of viewpoints.
- the user may visually and intuitively grasp a position of a structure in the Z direction and an anteroposterior relationship between structures.
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Abstract
Description
σ=(z·tan θ)/p (1)
Note that in
σαj=−α×{δ×(j−k)} (2)
σ−11=−(−1)×{1×(1−1)}=0 (pixel) (3-1)
σ−12=−(−1)×{1×(2−1)}=+1 (pixel) (3-2)
σ−13=−(−1)×{1×(3−1)}=+2 (pixels) (3-3)
σ−14=−(−1)×{1×(4−1)}=+3 (pixels) (3-4)
σ−15=−(−1)×{1×(5−1)}=+4 (pixels) (3-5)
σαj=−(d j,k·tan θα)/p (4)
Note that in
σαj=−α×{δ×(j−k)} (2)
σαj=−α×{δ×(j−k)} (6)
|σαj−σ(α+1)j|=|{α−(α+1)}×{δ×(j−k)}|
|σαj−σ(α+1)j|=|δ×(j−k)| (7)
Claims (5)
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US20180081161A1 (en) | 2018-03-22 |
JPWO2016166858A1 (en) | 2018-02-08 |
WO2016166858A1 (en) | 2016-10-20 |
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